Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "83"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 83 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 235 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 223 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_4014/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 83, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.291707 7.648857 72.019619 73.510759 20.846042 25.918551 27.413121 28.240462 0.0556 0.0605 0.0025 1.396561 1.553363
2459593 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.585598 17.799130 74.347913 77.178101 29.626431 36.613987 13.105385 10.931875 0.0456 0.0506 0.0020 1.282415 1.409262
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.525215 1.543046 2.791336 2.449985 -0.124117 1.203450 -1.475025 0.251092 0.0677 0.0797 0.0071 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 346.794989 346.983297 inf inf 71.822039 68.561181 876.123242 846.815585 nan nan nan 0.000000 0.000000
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.279974 22.635689 80.824682 83.508277 27.455693 33.638564 3.435792 2.827340 0.0518 0.0532 0.0003 1.435152 1.594982
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.673504 21.359477 75.124029 77.427290 16.508900 21.442508 18.042268 16.107877 0.0480 0.0525 0.0019 1.315755 1.465026
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.469005 16.421573 91.379399 94.757402 21.231113 24.319704 14.598519 13.170285 0.0495 0.0561 0.0046 1.283440 1.413727
2459587 digital_ok 100.00% - - - 100.00% 0.00% 20.975554 22.147795 121.905932 126.230027 6.215235 7.549682 10.396080 9.873083 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.429571 19.072833 28.947935 29.440011 9.441176 11.125402 5.004806 4.967149 0.0473 0.0523 0.0023 1.397065 1.813509
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.916314 25.283577 7.529655 7.954328 9.303985 10.146160 1.270933 1.996985 0.0640 0.0788 0.0112 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.963069 27.234414 98.682212 101.878814 15.909468 18.063169 38.429637 37.016305 0.0428 0.0463 0.0015 0.843645 0.830972
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.200767 19.528860 30.781847 31.719875 18.887871 22.595148 -0.209981 -0.145924 0.0453 0.0463 -0.0001 1.123820 1.106797
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.335230 16.148343 27.632763 28.792499 22.657493 27.364932 -0.133715 -0.112173 0.0404 0.0449 0.0018 1.284963 1.465197
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.131201 24.143492 32.055580 32.434640 17.765767 21.862372 0.098088 -0.111551 0.0463 0.0468 -0.0006 1.326443 1.411290
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.735919 17.550763 32.132357 33.243302 19.661821 23.090096 -0.371286 -0.270620 0.0471 0.0476 0.0002 0.000000 0.000000
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.649337 17.735092 36.406111 37.814571 22.135081 26.257002 0.752009 0.632555 0.0446 0.0453 -0.0004 1.123199 1.113472
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.000643 1.567170 0.499522 0.238761 -0.248047 1.107665 -0.012896 -0.649499 0.0589 0.0474 0.0019 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.621335 22.904566 29.746520 30.346340 20.083859 24.068242 -0.059404 -0.121263 0.0460 0.0470 -0.0007 1.332110 1.413170
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.768553 17.542988 23.647899 24.378969 18.450892 21.409616 0.543166 0.434719 0.0469 0.0472 -0.0005 1.402791 1.513347
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.158937 18.341727 23.473789 24.230053 14.891867 16.433085 7.129638 6.213367 0.0509 0.0528 -0.0000 1.525327 1.700916
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.899182 16.675681 22.498109 23.162841 20.168313 23.835166 0.994748 0.316035 0.0452 0.0468 -0.0006 1.385874 1.481076
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.396550 17.234413 22.584545 23.289912 15.272003 17.388545 1.452767 1.399186 0.0467 0.0481 -0.0006 1.383411 1.495262
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.491769 1.258910 0.309074 0.179378 -1.013271 -0.859244 -0.099252 -0.663493 0.0671 0.0608 0.0027 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.019282 20.375576 29.860660 30.357739 10.670851 10.807269 8.283986 9.026709 0.0573 0.0616 0.0006 1.334423 1.409690
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.432900 15.265094 29.519442 30.164866 18.354887 21.437804 -0.528251 -0.526428 0.0361 0.0407 0.0017 1.300146 1.499531
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.457058 -0.457058 -0.461085 -0.461085 -0.863548 -0.863548 -0.922228 -0.922228 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.300725 14.345944 31.387809 32.140794 2.137471 2.192172 0.506815 0.407956 0.0464 0.0482 0.0002 1.329065 1.417619
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.834958 16.604997 60.060950 61.350362 19.129215 21.840184 1.427692 1.086725 0.0455 0.0486 0.0011 1.524007 1.756294
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.614282 10.785236 15.396541 15.815548 2.260797 2.589211 0.336882 0.299860 0.0469 0.0474 -0.0002 1.304021 1.363156
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.257665 11.214980 14.675469 15.050869 2.582876 2.829369 0.596335 0.419539 0.0480 0.0492 0.0001 1.299734 1.396165
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.487076 12.353065 16.448277 16.737689 2.414655 3.004097 0.568999 0.408483 0.0462 0.0489 0.0007 1.244125 1.338116
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.024966 17.741735 30.846575 32.039236 20.652547 22.619365 0.695208 0.585374 0.0467 0.0479 -0.0004 1.394822 1.481853
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0482 0.0405 0.0030 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.430970 18.383270 33.299919 34.692717 18.692988 20.443351 1.615136 1.606100 0.0513 0.0522 -0.0002 1.428275 1.543592
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0462 0.0474 -0.0002 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0475 0.0498 0.0009 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.162025 21.236809 44.912504 45.652627 28.503747 31.753941 2.671951 2.339589 0.0419 0.0427 0.0001 0.911084 0.910655
2459551 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.434033 10.495639 18.195186 18.552600 3.011613 3.960690 0.621016 0.456094 0.0473 0.0470 -0.0002 1.322651 1.400384
2459550 digital_ok - 95.88% 95.88% 0.00% - - nan nan nan nan nan nan nan nan 0.0699 0.0698 0.0087 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.814823 15.858907 33.757020 34.480367 20.098634 22.327091 0.468216 0.293145 0.0441 0.0447 -0.0003 1.397498 1.497791
2459542 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.471097 22.463647 68.898420 70.127734 1.082127 1.984464 0.935735 0.627149 0.0551 0.0652 0.0054 1.346262 1.448342
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.356765 11.823459 35.511779 36.686211 165.970221 181.460284 7.692570 8.509055 0.0460 0.0504 0.0020 1.377441 1.515979
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.992910 15.746346 15.342586 15.974854 4.197778 5.550600 0.436428 0.542358 0.0474 0.0511 0.0025 1.304985 1.399814
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.676733 24.407129 58.243875 59.212962 29.335599 31.447669 1.311212 0.750728 0.0377 0.0418 0.0018 0.885078 0.878166
2459535 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.580841 12.547451 14.282817 14.666150 2.850841 6.141285 -0.091838 -0.054880 0.0464 0.0524 0.0058 1.303120 1.422544
2459534 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.296933 12.784843 13.288566 13.560948 2.682163 4.429247 -0.188217 -0.370416 0.0407 0.0438 0.0014 1.312919 1.465167
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.807174 18.821483 31.470090 32.369266 17.351920 20.427166 0.454203 0.581275 0.0404 0.0435 0.0013 1.287524 1.398248
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.190189 22.506515 42.414212 43.936462 21.898705 25.521630 0.148784 0.117032 0.0439 0.0444 0.0008 1.136652 1.121838
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.892306 11.414713 13.426133 13.726326 3.244353 4.153251 0.217030 0.016419 0.0578 0.0532 0.0035 1.419229 1.526283
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.344106 26.398190 48.355118 49.625402 41.078917 35.706599 -0.288113 0.060401 0.0450 0.0802 0.0246 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 24.849576 22.439762 46.041957 46.360580 18.879477 30.778385 1.008715 0.732557 nan nan nan 1.639626 1.772512
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.466031 23.439375 45.550621 47.480488 11.076040 23.767363 0.491999 0.692624 0.0462 0.0471 -0.0003 0.930446 0.900068
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.802998 1.710401 0.329468 0.332160 -0.699969 -0.799804 -0.236955 -0.585116 0.0954 0.1088 0.0088 nan nan
2459508 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.493624 29.190109 45.421380 47.034491 18.433322 15.868757 12.830348 14.769663 0.0435 0.0757 0.0210 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.543355 29.585674 41.640552 44.769716 6.709046 9.690486 0.140785 1.065258 0.0451 0.0486 0.0018 1.145298 1.152681
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.686547 29.334170 75.107861 76.944646 34.149031 33.669490 1.686838 2.129117 0.0632 0.0835 0.0162 0.000000 0.000000
2459501 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.797188 20.519764 50.210554 51.542985 28.961329 28.186933 1.409012 0.549494 0.0421 0.0627 0.0109 0.000000 0.000000
2459500 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.716111 23.721242 62.318252 63.621692 27.248042 27.367811 0.451625 0.673943 0.0416 0.0668 0.0152 0.000000 0.000000
2459499 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.084502 24.629357 80.123027 82.005480 27.378416 27.708532 3.000397 11.379265 0.0428 0.0846 0.0261 0.000000 0.000000
2459498 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.422648 25.034065 71.520149 73.138086 24.288212 24.416815 3.320312 3.536100 0.0693 0.0859 0.0062 0.000000 0.000000
2459497 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.121445 27.722415 80.605601 82.557178 31.570810 31.819458 2.206870 2.909247 0.0547 0.0707 0.0056 0.000000 0.000000
2459496 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.058862 29.744687 73.498741 75.005086 28.043226 28.695045 1.241495 1.652947 0.0517 0.0563 0.0002 0.000000 0.000000
2459495 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.513541 23.377853 68.595009 69.834728 24.092437 25.138977 1.869600 2.235948 0.0486 0.0535 0.0006 0.000000 0.000000
2459494 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.757572 20.589151 72.995490 74.434436 27.136985 28.297562 5.059154 5.332949 0.0395 0.0501 0.0037 0.000000 0.000000
2459492 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.731036 25.176373 49.791805 51.218431 24.710570 29.834235 3.784884 4.257902 0.0415 0.0477 0.0018 0.000000 0.000000
2459491 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.766628 22.374543 54.059474 56.175279 33.878149 44.727711 3.391616 12.148134 0.0406 0.0491 0.0045 0.000000 0.000000
2459490 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.896513 27.326235 56.610012 58.099347 23.060253 27.350685 3.499715 4.768316 0.0398 0.0457 0.0020 0.000000 0.000000
2459489 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.929394 22.581204 51.301947 52.884529 23.244562 29.402445 3.231900 6.989985 0.0383 0.0482 0.0026 0.000000 0.000000
2459488 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.387807 24.214557 43.008583 44.022789 25.465750 31.661624 4.865163 8.460594 0.0441 0.0486 0.0017 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 83: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 48.333211 2.731877 14.141633 6.068942 48.333211 4.730845 23.379179 4.021589 10.869098

Antenna 83: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 55.618447 2.443853 14.693733 12.772329 55.618447 6.488161 38.765102 0.570604 0.826040

Antenna 83: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 52.060069 15.542198 3.675514 52.060069 10.838710 51.381091 8.443478 3.055818 -0.922549

Antenna 83: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Temporal Variability 22.916496 2.110102 20.084059 1.578032 16.869275 1.149526 22.916496 -1.347503 3.801705

Antenna 83: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 19.653071 2.111860 19.653071 0.779172 8.394562 0.550213 12.805444 -1.230404 2.507028

Antenna 83: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 4.988843 2.646367 -0.846898 4.988843 -1.289093 0.462680 -1.575129 0.049474 -0.968223

Antenna 83: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Temporal Variability 20.897666 1.336838 12.018308 1.057475 10.027307 0.642725 20.897666 -1.275710 1.408664

Antenna 83: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Temporal Variability 33.935097 19.799359 0.321113 7.966140 1.487763 33.935097 -0.442237 1.196204 -1.410240

Antenna 83: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 30.544827 7.379694 6.838302 13.443826 30.544827 14.157155 7.239303 -3.331006 6.718817

Antenna 83: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 13.354338 4.135496 2.898532 13.354338 3.216965 1.979542 2.287075 4.653409 -1.738482

Antenna 83: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power 12.733742 2.610014 6.133922 3.198087 12.733742 2.143023 9.024368 -2.359279 5.862129

Antenna 83: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 9.759257 6.809600 0.694966 9.759257 1.271914 9.167456 1.001447 -3.405247 -0.960663

Antenna 83: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 12.509893 7.790531 2.258479 12.509893 4.720903 12.061643 8.875347 -1.454496 -1.307039

Antenna 83: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 13.622728 0.826519 8.061565 1.188915 13.622728 5.818009 11.234308 -0.591476 -4.182260

Antenna 83: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 3.707116 -0.589859 3.707116 -1.268929 3.634917 3.548241 2.754654 -0.264910 -2.185155

Antenna 83: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 3.213022 3.213022 -0.381548 3.154712 -0.554462 2.476630 2.465083 -2.579544 -0.819779

Antenna 83: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 16.593372 9.438578 4.833970 16.593372 9.178413 11.343274 13.281787 -4.060516 -2.559359

Antenna 83: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 10.816858 7.360863 4.103790 10.816858 6.398173 9.030857 8.196608 -4.930643 -3.192967

Antenna 83: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Temporal Variability 20.874208 3.960804 7.874876 7.564435 13.215379 19.264345 20.874208 -3.803825 -4.616215

Antenna 83: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 33.972728 18.923532 20.949855 32.848020 33.972728 11.006867 8.157070 4.808507 4.125090

Antenna 83: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 29.200645 15.961164 18.231231 27.977978 29.200645 8.630260 5.815538 5.082328 4.600771

Antenna 83: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 83.072698 24.267013 28.477183 80.919111 83.072698 26.021345 18.993886 6.819179 5.635185

Antenna 83: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 85.283834 28.565125 29.987919 83.226832 85.283834 27.786783 25.872421 5.357854 4.519367

Antenna 83: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 35.974583 20.002692 23.065486 34.689215 35.974583 7.198014 4.968496 6.680335 6.119373

Antenna 83: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 45.823771 18.661148 21.125003 44.205567 45.823771 10.814622 9.053899 7.749323 6.334030

Antenna 83: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 14.017043 14.017043 13.907373 3.205155 3.454588 0.263793 0.161274 5.817488 5.315608

Antenna 83: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 31.338728 21.939209 17.343599 31.338728 30.055030 5.927633 7.272887 5.579840 6.385623

Antenna 83: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 15.342133 14.870898 15.342133 3.617834 3.955554 0.695625 0.892166 8.346778 6.879404

Antenna 83: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 127.687855 24.436774 26.041500 124.693350 127.687855 27.073059 24.849144 10.648125 9.693190

Antenna 83: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 16.676011 16.676011 16.527253 5.427887 5.520789 0.549269 0.751980 4.649598 3.661232

Antenna 83: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 32.956981 31.696265 32.956981 6.739609 6.772358 32.183687 13.362610 4.754761 6.264234

Antenna 83: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 19.042321 18.625143 19.042321 7.237119 8.144995 1.305027 1.582522 8.717916 7.473042

Antenna 83: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 99.168293 20.652731 24.581559 95.349072 99.168293 24.493294 23.359338 9.874296 8.754843

Antenna 83: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 39.814413 16.138891 14.356207 39.814413 38.445083 7.324114 8.236225 5.510545 6.146893

Antenna 83: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 14.996664 14.968695 14.996664 3.340110 3.013011 2.291986 1.450841 3.457258 4.065512

Antenna 83: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 13.871301 13.695863 13.871301 3.323130 3.126011 0.439619 0.066310 3.720870 4.626765

Antenna 83: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 17.860983 17.803171 17.860983 3.979017 3.517566 1.030367 0.606667 4.250184 5.532753

Antenna 83: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 76.692120 28.139755 23.202129 76.692120 73.459584 34.088532 34.446850 6.130944 6.833065

Antenna 83: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 13.777828 13.777828 13.646714 3.178822 3.358684 0.207305 1.060576 4.440342 4.119194

Antenna 83: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 12.453642 12.198495 12.453642 3.791698 3.582716 1.023413 0.627479 2.151284 3.197113

Antenna 83: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 9.508777 9.282292 9.508777 2.637235 2.533712 0.533501 0.291887 4.699900 5.552190

Antenna 83: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 13.349936 13.349936 13.278439 3.456234 3.179134 1.695632 0.796269 4.927009 6.194360

Antenna 83: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 11.045054 10.856232 11.045054 2.939066 2.671973 0.280791 0.002665 2.432542 3.120815

Antenna 83: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 9.784122 9.784122 9.667882 3.211117 3.389618 0.523354 -0.085780 2.139564 1.379869

Antenna 83: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 10.685660 10.565547 10.685660 2.789066 2.530000 -0.411400 0.886562 3.649830 4.447670

Antenna 83: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 12.152522 12.066055 12.152522 3.570958 4.086680 0.945183 1.066878 7.393859 4.781780

Antenna 83: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 11.812862 11.688239 11.812862 2.625289 2.987400 1.733663 1.628914 4.883785 4.148357

Antenna 83: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 99.119670 24.637174 27.054239 96.242231 99.119670 26.693780 24.338859 14.238338 12.150844

Antenna 83: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 13.751563 13.751563 13.719488 3.490151 3.214517 0.674891 0.906303 4.416926 4.935422

Antenna 83: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Temporal Discontinuties 164.352232 23.805266 23.632879 147.503609 145.260938 57.920710 59.506168 144.266987 164.352232

Antenna 83: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 3.012117 2.722548 3.012117 1.174831 1.121247 0.403188 0.426571 1.254061 2.150567

Antenna 83: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 2.637002 2.396136 2.637002 1.100619 1.142899 0.319854 0.421341 1.509171 1.876174

Antenna 83: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 105.341315 22.938155 25.130493 102.063920 105.341315 27.054108 24.720957 20.000837 18.092595

Antenna 83: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Temporal Discontinuties 1.138820 -0.179017 -0.026891 0.861727 0.824558 0.473937 0.591437 0.665159 1.138820

Antenna 83: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape 2.056569 1.829527 2.056569 0.860058 0.953625 0.100209 0.068808 1.108796 1.864572

Antenna 83: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 11.521415 11.521415 11.405515 4.715250 4.422062 3.237837 1.022393 4.268145 5.711079

Antenna 83: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Shape 10.361729 10.361729 10.026101 6.741082 6.148686 1.263600 2.620196 6.868389 2.932608

Antenna 83: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 59.424421 19.782727 24.453318 56.814830 59.424421 8.002052 10.897134 5.984105 5.167592

Antenna 83: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 32.334651 23.702596 19.445641 32.334651 31.032190 11.450366 8.153466 3.786720 4.819708

Antenna 83: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Temporal Discontinuties 0.462167 0.354794 0.354794 0.204560 0.204560 0.425479 0.425479 0.462167 0.462167

Antenna 83: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 N07 digital_ok ee Power -0.378915 -0.407253 -0.407253 -0.378915 -0.378915 -0.612529 -0.612529 -0.575428 -0.575428

Antenna 83: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 N07 digital_ok nn Power 67.062733 29.042150 26.609289 67.062733 65.204136 18.540351 19.553615 5.458034 6.059490

Antenna 83: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 65.229107 15.586728 19.024918 62.648429 65.229107 21.747614 15.720295 21.944754 19.659848

Antenna 83: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 35.140530 14.783935 15.006775 33.861589 35.140530 8.256405 7.879168 9.034223 10.392152

Antenna 83: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 61.565700 18.273224 21.459805 58.604664 61.565700 9.755734 8.227544 7.733816 6.486293

Antenna 83: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 65.374334 18.850295 20.477648 62.916024 65.374334 15.541520 12.092545 10.291089 9.209761

Antenna 83: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 48.012247 20.252765 24.332633 46.381576 48.012247 23.509326 25.974234 6.469032 6.161685

Antenna 83: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 83: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 83: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 43.722143 19.505969 17.680456 43.722143 42.511919 9.775743 11.999119 0.348116 0.303896

Antenna 83: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 42.772964 21.055441 19.532964 42.772964 41.663131 9.783554 12.422452 0.548709 0.559901

Antenna 83: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 54.019380 19.411346 21.336147 52.297604 54.019380 7.868272 6.389615 0.843090 0.607966

Antenna 83: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 64.661120 24.758393 21.909271 64.661120 62.077707 18.128802 17.334205 4.064183 4.457660

Antenna 83: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 53.824788 19.724776 22.371572 51.823302 53.824788 24.453337 22.531282 3.869930 3.617094

Antenna 83: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 55.890477 24.814724 21.982691 55.890477 53.632658 14.757787 15.630741 2.969364 3.289123

Antenna 83: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 75.852605 25.223918 27.750375 73.496853 75.852605 29.342007 29.987553 5.326025 4.960810

Antenna 83: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 56.068642 20.182802 18.158959 56.068642 53.761209 10.155065 11.463967 0.770232 1.143099

Antenna 83: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 56.972854 27.188045 25.732717 56.972854 55.149397 36.044955 32.485271 5.556617 5.804507

Antenna 83: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 83: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Shape 12.616533 12.616533 11.547869 4.784792 4.233699 0.147236 0.204316 4.288209 6.138203

Antenna 83: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 77.607495 21.107409 22.986100 74.878267 77.607495 31.710441 31.471380 32.054812 27.522672

Antenna 83: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 58.038159 21.971427 24.493167 55.981883 58.038159 15.175907 18.261332 10.300841 8.762886

Antenna 83: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 15.315611 -0.062083 0.211282 13.880899 15.315611 3.475820 2.067739 1.911738 -0.022770

Antenna 83: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 112.875601 28.797544 26.604758 112.875601 109.519121 53.488990 53.578028 7.085283 8.566403

Antenna 83: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Shape 13.343690 12.071039 13.343690 3.278884 3.799768 0.921289 2.082744 5.622328 4.656885

Antenna 83: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 86.485572 24.515745 22.529014 86.485572 83.617737 28.330529 28.292925 14.405333 17.372220

Antenna 83: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 77.024155 17.840557 19.842464 73.779549 77.024155 32.126466 31.607885 7.198401 5.146844

Antenna 83: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 64.481477 22.706673 20.234182 64.481477 61.942662 32.086782 32.075717 8.503720 9.305710

Antenna 83: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 55.421649 23.400237 20.634961 55.421649 53.541459 22.195151 21.814094 9.505817 10.479275

Antenna 83: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Power 71.008454 26.260984 23.678854 71.008454 68.263430 29.458603 28.847998 9.388121 15.776358

Antenna 83: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
83 7 digital_ok nn Shape nan nan nan inf inf nan nan nan nan